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            <a href="index.html" class="icon icon-home"> KoSpeech
          

          
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              <div class="version">
                0.0
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              <p class="caption"><span class="caption-text">NOTES</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="notes/intro.html">Intro</a></li>
<li class="toctree-l1"><a class="reference internal" href="notes/Preparation.html">Preparation before Training</a></li>
<li class="toctree-l1"><a class="reference internal" href="notes/opts.html">Options</a></li>
</ul>
<p class="caption"><span class="caption-text">ARCHITECTURE</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="Seq2seq.html">Seq2seq</a></li>
<li class="toctree-l1"><a class="reference internal" href="Transformer.html">Transformer</a></li>
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<p class="caption"><span class="caption-text">PACKAGE REFERENCE</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="Checkpoint.html">Checkpoint</a></li>
<li class="toctree-l1"><a class="reference internal" href="Data.html">Data</a></li>
<li class="toctree-l1"><a class="reference internal" href="Decode.html">Decode</a></li>
<li class="toctree-l1"><a class="reference internal" href="Evaluator.html">Evaluator</a></li>
<li class="toctree-l1"><a class="reference internal" href="Optim.html">Optim</a></li>
<li class="toctree-l1"><a class="reference internal" href="Trainer.html">Trainer</a></li>
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<h1 id="index">Index</h1>

<div class="genindex-jumpbox">
 <a href="#A"><strong>A</strong></a>
 | <a href="#B"><strong>B</strong></a>
 | <a href="#C"><strong>C</strong></a>
 | <a href="#D"><strong>D</strong></a>
 | <a href="#E"><strong>E</strong></a>
 | <a href="#F"><strong>F</strong></a>
 | <a href="#G"><strong>G</strong></a>
 | <a href="#I"><strong>I</strong></a>
 | <a href="#J"><strong>J</strong></a>
 | <a href="#K"><strong>K</strong></a>
 | <a href="#L"><strong>L</strong></a>
 | <a href="#M"><strong>M</strong></a>
 | <a href="#N"><strong>N</strong></a>
 | <a href="#O"><strong>O</strong></a>
 | <a href="#P"><strong>P</strong></a>
 | <a href="#R"><strong>R</strong></a>
 | <a href="#S"><strong>S</strong></a>
 | <a href="#T"><strong>T</strong></a>
 | <a href="#V"><strong>V</strong></a>
 | <a href="#W"><strong>W</strong></a>
 
</div>
<h2 id="A">A</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.AdditiveAttention">AdditiveAttention (class in kospeech.models.seq2seq.attention)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.sublayers.AddNorm">AddNorm (class in kospeech.models.transformer.sublayers)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.data_loader.AudioDataLoader">AudioDataLoader (class in kospeech.data.data_loader)</a>
</li>
      <li><a href="Data.html#kospeech.data.audio.parser.AudioParser">AudioParser (class in kospeech.data.audio.parser)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.SpectrogramDataset.augmentation">augmentation() (kospeech.data.data_loader.SpectrogramDataset method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="B">B</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.BaseRNN">BaseRNN (class in kospeech.models.seq2seq.sublayers)</a>
</li>
      <li><a href="Decode.html#kospeech.decode.ensemble.BasicEnsemble">BasicEnsemble (class in kospeech.decode.ensemble)</a>
</li>
      <li><a href="Decode.html#kospeech.decode.search.BeamSearch">BeamSearch (class in kospeech.decode.search)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.build_eval_opts">build_eval_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.model_builder.build_model">build_model() (in module kospeech.model_builder)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.opts.build_model_opts">build_model_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.build_preprocess_opts">build_preprocess_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.model_builder.build_seq2seq">build_seq2seq() (in module kospeech.model_builder)</a>
</li>
      <li><a href="Etc.html#kospeech.model_builder.build_seq2seq_decoder">build_seq2seq_decoder() (in module kospeech.model_builder)</a>
</li>
      <li><a href="Etc.html#kospeech.model_builder.build_seq2seq_encoder">build_seq2seq_encoder() (in module kospeech.model_builder)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.build_train_opts">build_train_opts() (in module kospeech.opts)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="C">C</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.metrics.CharacterErrorRate">CharacterErrorRate (class in kospeech.metrics)</a>
</li>
      <li><a href="Etc.html#kospeech.utils.check_envirionment">check_envirionment() (in module kospeech.utils)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Checkpoint.html#kospeech.checkpoint.checkpoint.Checkpoint">Checkpoint (class in kospeech.checkpoint.checkpoint)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.CNNExtractor">CNNExtractor (class in kospeech.models.seq2seq.sublayers)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="D">D</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.utils.Logger.debug">debug() (kospeech.utils.Logger method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.DeepSpeech2Extractor">DeepSpeech2Extractor (class in kospeech.models.seq2seq.sublayers)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="E">E</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Transformer.html#kospeech.models.transformer.embeddings.Embedding">Embedding (class in kospeech.models.transformer.embeddings)</a>
</li>
      <li><a href="Decode.html#kospeech.decode.ensemble.Ensemble">Ensemble (class in kospeech.decode.ensemble)</a>
</li>
      <li><a href="Etc.html#kospeech.metrics.ErrorRate">ErrorRate (class in kospeech.metrics)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Evaluator.html#kospeech.evaluator.evaluator.Evaluator.evaluate">evaluate() (kospeech.evaluator.evaluator.Evaluator method)</a>
</li>
      <li><a href="Evaluator.html#kospeech.evaluator.evaluator.Evaluator">Evaluator (class in kospeech.evaluator.evaluator)</a>
</li>
      <li><a href="Optim.html#kospeech.optim.lr_scheduler.ExponentialDecayLR">ExponentialDecayLR (class in kospeech.optim.lr_scheduler)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="F">F</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.feature.FilterBank">FilterBank (class in kospeech.data.audio.feature)</a>
</li>
      <li><a href="Decode.html#kospeech.decode.ensemble.BasicEnsemble.forward">forward() (kospeech.decode.ensemble.BasicEnsemble method)</a>

      <ul>
        <li><a href="Decode.html#kospeech.decode.ensemble.Ensemble.forward">(kospeech.decode.ensemble.Ensemble method)</a>
</li>
        <li><a href="Decode.html#kospeech.decode.ensemble.WeightedEnsemble.forward">(kospeech.decode.ensemble.WeightedEnsemble method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.modules.LayerNorm.forward">(kospeech.models.modules.LayerNorm method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.modules.Linear.forward">(kospeech.models.modules.Linear method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.modules.View.forward">(kospeech.models.modules.View method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.AdditiveAttention.forward">(kospeech.models.seq2seq.attention.AdditiveAttention method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.LocationAwareAttention.forward">(kospeech.models.seq2seq.attention.LocationAwareAttention method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.MultiHeadAttention.forward">(kospeech.models.seq2seq.attention.MultiHeadAttention method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.ScaledDotProductAttention.forward">(kospeech.models.seq2seq.attention.ScaledDotProductAttention method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqDecoder.forward">(kospeech.models.seq2seq.decoder.Seq2seqDecoder method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqTopKDecoder.forward">(kospeech.models.seq2seq.decoder.Seq2seqTopKDecoder method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.encoder.Seq2seqEncoder.forward">(kospeech.models.seq2seq.encoder.Seq2seqEncoder method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.seq2seq.Seq2seq.forward">(kospeech.models.seq2seq.seq2seq.Seq2seq method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.BaseRNN.forward">(kospeech.models.seq2seq.sublayers.BaseRNN method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.CNNExtractor.forward">(kospeech.models.seq2seq.sublayers.CNNExtractor method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.DeepSpeech2Extractor.forward">(kospeech.models.seq2seq.sublayers.DeepSpeech2Extractor method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.MaskConv.forward">(kospeech.models.seq2seq.sublayers.MaskConv method)</a>
</li>
        <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.VGGExtractor.forward">(kospeech.models.seq2seq.sublayers.VGGExtractor method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.embeddings.Embedding.forward">(kospeech.models.transformer.embeddings.Embedding method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.embeddings.PositionalEncoding.forward">(kospeech.models.transformer.embeddings.PositionalEncoding method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.layers.TransformerDecoderLayer.forward">(kospeech.models.transformer.layers.TransformerDecoderLayer method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.layers.TransformerEncoderLayer.forward">(kospeech.models.transformer.layers.TransformerEncoderLayer method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.AddNorm.forward">(kospeech.models.transformer.sublayers.AddNorm method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.MultiHeadAttention.forward">(kospeech.models.transformer.sublayers.MultiHeadAttention method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.PoswiseFeedForwardNet.forward">(kospeech.models.transformer.sublayers.PoswiseFeedForwardNet method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.ScaledDotProductAttention.forward">(kospeech.models.transformer.sublayers.ScaledDotProductAttention method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.transformer.Transformer.forward">(kospeech.models.transformer.transformer.Transformer method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.transformer.TransformerDecoder.forward">(kospeech.models.transformer.transformer.TransformerDecoder method)</a>
</li>
        <li><a href="Transformer.html#kospeech.models.transformer.transformer.TransformerEncoder.forward">(kospeech.models.transformer.transformer.TransformerEncoder method)</a>
</li>
        <li><a href="Optim.html#kospeech.optim.loss.LabelSmoothingLoss.forward">(kospeech.optim.loss.LabelSmoothingLoss method)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="G">G</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Transformer.html#kospeech.models.transformer.mask.get_attn_pad_mask">get_attn_pad_mask() (in module kospeech.models.transformer.mask)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.SpectrogramDataset.get_item">get_item() (kospeech.data.data_loader.SpectrogramDataset method)</a>
</li>
      <li><a href="Checkpoint.html#kospeech.checkpoint.checkpoint.Checkpoint.get_latest_checkpoint">get_latest_checkpoint() (kospeech.checkpoint.checkpoint.Checkpoint method)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqTopKDecoder.get_length_penalty">get_length_penalty() (kospeech.models.seq2seq.decoder.Seq2seqTopKDecoder method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Transformer.html#kospeech.models.transformer.mask.get_pad_mask">get_pad_mask() (in module kospeech.models.transformer.mask)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.MaskConv.get_sequence_lengths">get_sequence_lengths() (kospeech.models.seq2seq.sublayers.MaskConv method)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.mask.get_subsequent_mask">get_subsequent_mask() (in module kospeech.models.transformer.mask)</a>
</li>
      <li><a href="Decode.html#kospeech.decode.search.GreedySearch">GreedySearch (class in kospeech.decode.search)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="I">I</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.utils.Logger.info">info() (kospeech.utils.Logger method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="J">J</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.data_loader.MultiDataLoader.join">join() (kospeech.data.data_loader.MultiDataLoader method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="K">K</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Checkpoint.html#module-kospeech.checkpoint.checkpoint">kospeech.checkpoint.checkpoint (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.audio.augment">kospeech.data.audio.augment (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.audio.core">kospeech.data.audio.core (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.audio.feature">kospeech.data.audio.feature (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.audio.parser">kospeech.data.audio.parser (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.data_loader">kospeech.data.data_loader (module)</a>
</li>
      <li><a href="Data.html#module-kospeech.data.label_loader">kospeech.data.label_loader (module)</a>
</li>
      <li><a href="Decode.html#module-kospeech.decode.ensemble">kospeech.decode.ensemble (module)</a>
</li>
      <li><a href="Decode.html#module-kospeech.decode.search">kospeech.decode.search (module)</a>
</li>
      <li><a href="Evaluator.html#module-kospeech.evaluator.evaluator">kospeech.evaluator.evaluator (module)</a>
</li>
      <li><a href="Etc.html#module-kospeech.metrics">kospeech.metrics (module)</a>
</li>
      <li><a href="Etc.html#module-kospeech.model_builder">kospeech.model_builder (module)</a>
</li>
      <li><a href="Seq2seq.html#module-kospeech.models.modules">kospeech.models.modules (module)</a>
</li>
      <li><a href="Seq2seq.html#module-kospeech.models.seq2seq.attention">kospeech.models.seq2seq.attention (module)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#module-kospeech.models.seq2seq.decoder">kospeech.models.seq2seq.decoder (module)</a>
</li>
      <li><a href="Seq2seq.html#module-kospeech.models.seq2seq.encoder">kospeech.models.seq2seq.encoder (module)</a>
</li>
      <li><a href="Seq2seq.html#module-kospeech.models.seq2seq.seq2seq">kospeech.models.seq2seq.seq2seq (module)</a>
</li>
      <li><a href="Seq2seq.html#module-kospeech.models.seq2seq.sublayers">kospeech.models.seq2seq.sublayers (module)</a>
</li>
      <li><a href="Transformer.html#module-kospeech.models.transformer.embeddings">kospeech.models.transformer.embeddings (module)</a>
</li>
      <li><a href="Transformer.html#module-kospeech.models.transformer.layers">kospeech.models.transformer.layers (module)</a>
</li>
      <li><a href="Transformer.html#module-kospeech.models.transformer.mask">kospeech.models.transformer.mask (module)</a>
</li>
      <li><a href="Transformer.html#module-kospeech.models.transformer.sublayers">kospeech.models.transformer.sublayers (module)</a>
</li>
      <li><a href="Transformer.html#module-kospeech.models.transformer.transformer">kospeech.models.transformer.transformer (module)</a>
</li>
      <li><a href="Optim.html#module-kospeech.optim.loss">kospeech.optim.loss (module)</a>
</li>
      <li><a href="Optim.html#module-kospeech.optim.lr_scheduler">kospeech.optim.lr_scheduler (module)</a>
</li>
      <li><a href="Optim.html#module-kospeech.optim.optimizer">kospeech.optim.optimizer (module)</a>
</li>
      <li><a href="Etc.html#module-kospeech.opts">kospeech.opts (module)</a>
</li>
      <li><a href="Trainer.html#module-kospeech.trainer.supervised_trainer">kospeech.trainer.supervised_trainer (module)</a>
</li>
      <li><a href="Etc.html#module-kospeech.utils">kospeech.utils (module)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="L">L</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.utils.label_to_string">label_to_string() (in module kospeech.utils)</a>
</li>
      <li><a href="Optim.html#kospeech.optim.loss.LabelSmoothingLoss">LabelSmoothingLoss (class in kospeech.optim.loss)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.modules.LayerNorm">LayerNorm (class in kospeech.models.modules)</a>
</li>
      <li><a href="Optim.html#kospeech.optim.lr_scheduler.LearningRateScheduler">LearningRateScheduler (class in kospeech.optim.lr_scheduler)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.modules.Linear">Linear (class in kospeech.models.modules)</a>
</li>
      <li><a href="Checkpoint.html#kospeech.checkpoint.checkpoint.Checkpoint.load">load() (kospeech.checkpoint.checkpoint.Checkpoint method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.core.load_audio">load_audio() (in module kospeech.data.audio.core)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.load_data_list">load_data_list() (in module kospeech.data.data_loader)</a>
</li>
      <li><a href="Data.html#kospeech.data.label_loader.load_label">load_label() (in module kospeech.data.label_loader)</a>
</li>
      <li><a href="Data.html#kospeech.data.label_loader.load_targets">load_targets() (in module kospeech.data.label_loader)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.LocationAwareAttention">LocationAwareAttention (class in kospeech.models.seq2seq.attention)</a>
</li>
      <li><a href="Etc.html#kospeech.utils.Logger">Logger (class in kospeech.utils)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="M">M</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.MaskConv">MaskConv (class in kospeech.models.seq2seq.sublayers)</a>
</li>
      <li><a href="Data.html#kospeech.data.audio.feature.MelSpectrogram">MelSpectrogram (class in kospeech.data.audio.feature)</a>
</li>
      <li><a href="Etc.html#kospeech.metrics.CharacterErrorRate.metric">metric() (kospeech.metrics.CharacterErrorRate method)</a>

      <ul>
        <li><a href="Etc.html#kospeech.metrics.WordErrorRate.metric">(kospeech.metrics.WordErrorRate method)</a>
</li>
      </ul></li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.feature.MFCC">MFCC (class in kospeech.data.audio.feature)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.MultiDataLoader">MultiDataLoader (class in kospeech.data.data_loader)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.MultiHeadAttention">MultiHeadAttention (class in kospeech.models.seq2seq.attention)</a>

      <ul>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.MultiHeadAttention">(class in kospeech.models.transformer.sublayers)</a>
</li>
      </ul></li>
  </ul></td>
</tr></table>

<h2 id="N">N</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.augment.NoiseInjector">NoiseInjector (class in kospeech.data.audio.augment)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="O">O</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Optim.html#kospeech.optim.optimizer.Optimizer">Optimizer (class in kospeech.optim.optimizer)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="P">P</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.parser.SpectrogramParser.parse_audio">parse_audio() (kospeech.data.audio.parser.SpectrogramParser method)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.SpectrogramDataset.parse_transcript">parse_transcript() (kospeech.data.data_loader.SpectrogramDataset method)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.embeddings.PositionalEncoding">PositionalEncoding (class in kospeech.models.transformer.embeddings)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.sublayers.PoswiseFeedForwardNet">PoswiseFeedForwardNet (class in kospeech.models.transformer.sublayers)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.opts.print_eval_opts">print_eval_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.print_model_opts">print_model_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.print_opts">print_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.print_preprocess_opts">print_preprocess_opts() (in module kospeech.opts)</a>
</li>
      <li><a href="Etc.html#kospeech.opts.print_train_opts">print_train_opts() (in module kospeech.opts)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="R">R</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Optim.html#kospeech.optim.lr_scheduler.RampUpLR">RampUpLR (class in kospeech.optim.lr_scheduler)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.data_loader.AudioDataLoader.run">run() (kospeech.data.data_loader.AudioDataLoader method)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="S">S</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Checkpoint.html#kospeech.checkpoint.checkpoint.Checkpoint.save">save() (kospeech.checkpoint.checkpoint.Checkpoint method)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.attention.ScaledDotProductAttention">ScaledDotProductAttention (class in kospeech.models.seq2seq.attention)</a>

      <ul>
        <li><a href="Transformer.html#kospeech.models.transformer.sublayers.ScaledDotProductAttention">(class in kospeech.models.transformer.sublayers)</a>
</li>
      </ul></li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.seq2seq.Seq2seq">Seq2seq (class in kospeech.models.seq2seq.seq2seq)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqDecoder">Seq2seqDecoder (class in kospeech.models.seq2seq.decoder)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.encoder.Seq2seqEncoder">Seq2seqEncoder (class in kospeech.models.seq2seq.encoder)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqTopKDecoder">Seq2seqTopKDecoder (class in kospeech.models.seq2seq.decoder)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.SpectrogramDataset.shuffle">shuffle() (kospeech.data.data_loader.SpectrogramDataset method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Data.html#kospeech.data.audio.augment.SpecAugment">SpecAugment (class in kospeech.data.audio.augment)</a>
</li>
      <li><a href="Data.html#kospeech.data.audio.feature.Spectrogram">Spectrogram (class in kospeech.data.audio.feature)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.SpectrogramDataset">SpectrogramDataset (class in kospeech.data.data_loader)</a>
</li>
      <li><a href="Data.html#kospeech.data.audio.parser.SpectrogramParser">SpectrogramParser (class in kospeech.data.audio.parser)</a>
</li>
      <li><a href="Data.html#kospeech.data.audio.core.split">split() (in module kospeech.data.audio.core)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.split_dataset">split_dataset() (in module kospeech.data.data_loader)</a>
</li>
      <li><a href="Data.html#kospeech.data.data_loader.MultiDataLoader.start">start() (kospeech.data.data_loader.MultiDataLoader method)</a>
</li>
      <li><a href="Trainer.html#kospeech.trainer.supervised_trainer.SupervisedTrainer">SupervisedTrainer (class in kospeech.trainer.supervised_trainer)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="T">T</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Trainer.html#kospeech.trainer.supervised_trainer.SupervisedTrainer.train">train() (kospeech.trainer.supervised_trainer.SupervisedTrainer method)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.transformer.Transformer">Transformer (class in kospeech.models.transformer.transformer)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.transformer.TransformerDecoder">TransformerDecoder (class in kospeech.models.transformer.transformer)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Transformer.html#kospeech.models.transformer.layers.TransformerDecoderLayer">TransformerDecoderLayer (class in kospeech.models.transformer.layers)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.transformer.TransformerEncoder">TransformerEncoder (class in kospeech.models.transformer.transformer)</a>
</li>
      <li><a href="Transformer.html#kospeech.models.transformer.layers.TransformerEncoderLayer">TransformerEncoderLayer (class in kospeech.models.transformer.layers)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="V">V</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Trainer.html#kospeech.trainer.supervised_trainer.SupervisedTrainer.validate">validate() (kospeech.trainer.supervised_trainer.SupervisedTrainer method)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.decoder.Seq2seqDecoder.validate_args">validate_args() (kospeech.models.seq2seq.decoder.Seq2seqDecoder method)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Seq2seq.html#kospeech.models.seq2seq.sublayers.VGGExtractor">VGGExtractor (class in kospeech.models.seq2seq.sublayers)</a>
</li>
      <li><a href="Seq2seq.html#kospeech.models.modules.View">View (class in kospeech.models.modules)</a>
</li>
  </ul></td>
</tr></table>

<h2 id="W">W</h2>
<table style="width: 100%" class="indextable genindextable"><tr>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Decode.html#kospeech.decode.ensemble.WeightedEnsemble">WeightedEnsemble (class in kospeech.decode.ensemble)</a>
</li>
  </ul></td>
  <td style="width: 33%; vertical-align: top;"><ul>
      <li><a href="Etc.html#kospeech.metrics.WordErrorRate">WordErrorRate (class in kospeech.metrics)</a>
</li>
  </ul></td>
</tr></table>



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